Fast Sparse Group Lasso

Yasutoshi Ida, Yasuhiro Fujiwara, Hisashi Kashima

Neural Information Processing Systems 

However,asan update ofonlyoneparameter group depends onalltheparameter groups ordata points, the computation cost is high when the number of the parameters or data points islarge. This paper proposes afast Block Coordinate Descent for Sparse GroupLasso.

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